Janek Gröhl
Janek Gröhl
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Zitiert von
Zitiert von
Deep learning for biomedical photoacoustic imaging: A review
J Gröhl, M Schellenberg, K Dreher, L Maier-Hein
Photoacoustics 22, 100241, 2021
Reconstruction of initial pressure from limited view photoacoustic images using deep learning
D Waibel, J Gröhl, F Isensee, T Kirchner, K Maier-Hein, L Maier-Hein
Photons Plus Ultrasound: Imaging and Sensing 2018 10494, 104942S, 2018
Learned spectral decoloring enables photoacoustic oximetry
J Gröhl, T Kirchner, TJ Adler, L Hacker, N Holzwarth, ...
Scientific reports 11 (1), 6565, 2021
Context encoding enables machine learning-based quantitative photoacoustics
T Kirchner, J Gröhl, L Maier-Hein
Journal of biomedical optics 23 (5), 056008, 2018
Heidelberg colorectal data set for surgical data science in the sensor operating room
L Maier-Hein, M Wagner, T Ross, A Reinke, S Bodenstedt, PM Full, ...
Scientific data 8 (1), 101, 2021
Crowd-algorithm collaboration for large-scale endoscopic image annotation with confidence
L Maier-Hein, T Ross, J Gröhl, B Glocker, S Bodenstedt, C Stock, E Heim, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th …, 2016
Signed real-time delay multiply and sum beamforming for multispectral photoacoustic imaging
T Kirchner, F Sattler, J Gröhl, L Maier-Hein
Journal of Imaging 4 (10), 121, 2018
Confidence estimation for machine learning-based quantitative photoacoustics
J Gröhl, T Kirchner, T Adler, L Maier-Hein
Journal of Imaging 4 (12), 147, 2018
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks
TJ Adler, L Ardizzone, A Vemuri, L Ayala, J Gröhl, T Kirchner, S Wirkert, ...
International journal of computer assisted radiology and surgery 14, 997-1007, 2019
Semantic segmentation of multispectral photoacoustic images using deep learning
M Schellenberg, KK Dreher, N Holzwarth, F Isensee, A Reinke, N Schreck, ...
Photoacoustics 26, 100341, 2022
Photoacoustics can image spreading depolarization deep in gyrencephalic brain
T Kirchner, J Gröhl, MA Herrera, T Adler, A Hernández-Aguilera, E Santos, ...
Scientific reports 9 (1), 8661, 2019
Photoacoustic image synthesis with generative adversarial networks
M Schellenberg, J Gröhl, KK Dreher, JH Nölke, N Holzwarth, MD Tizabi, ...
Photoacoustics 28, 100402, 2022
Live monitoring of haemodynamic changes with multispectral image analysis
LA Ayala, SJ Wirkert, J Gröhl, MA Herrera, A Hernandez-Aguilera, ...
OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical …, 2019
MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions
M Klemm, T Kirchner, J Gröhl, D Cheray, M Nolden, A Seitel, H Hoppe, ...
International journal of computer assisted radiology and surgery 12, 351-361, 2017
SIMPA: an open-source toolkit for simulation and image processing for photonics and acoustics
J Gröhl, KK Dreher, M Schellenberg, T Rix, N Holzwarth, P Vieten, L Ayala, ...
Journal of biomedical optics 27 (8), 083010-083010, 2022
Photoacoustic monitoring of blood oxygenation during neurosurgical interventions
T Kirchner, J Gröhl, N Holzwarth, MA Herrera, A Hernández-Aguilera, ...
Photons Plus Ultrasound: Imaging and Sensing 2019 10878, 14-18, 2019
An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation
T Kirchner, J Gröhl, F Sattler, MS Bischoff, A Laha, M Nolden, ...
arXiv preprint arXiv:1901.09781, 2019
Quantification of vascular networks in photoacoustic mesoscopy
EL Brown, TL Lefebvre, PW Sweeney, BJ Stolz, J Gröhl, L Hacker, ...
Photoacoustics 26, 100357, 2022
The IPASC data format: A consensus data format for photoacoustic imaging
J Gröhl, L Hacker, BT Cox, KK Dreher, S Morscher, A Rakotondrainibe, ...
Photoacoustics 26, 100339, 2022
Invertible neural networks for uncertainty quantification in photoacoustic imaging
JH Nölke, T Adler, J Gröhl, T Kirchner, L Ardizzone, C Rother, U Köthe, ...
Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021
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